{
  "project_id": "agentic-community/mcp-gateway-registry",
  "repo": "agentic-community/mcp-gateway-registry",
  "name": "mcp-gateway-registry",
  "github_url": "https://github.com/agentic-community/mcp-gateway-registry",
  "homepage_url": "https://agentic-community.github.io/mcp-gateway-registry/",
  "language": "Python",
  "license": "Apache-2.0",
  "project_kind": "project",
  "category": [
    "mcp_server"
  ],
  "tags": [
    "a2a",
    "agentic-ai",
    "agents",
    "ans",
    "documentdb",
    "ecs",
    "ecs-fargate",
    "entra-id",
    "fgac",
    "mcp",
    "mcp-gateway",
    "mcp-registry",
    "mcp-servers",
    "mongodb",
    "oauth2",
    "okta",
    "registry",
    "skills",
    "terraform"
  ],
  "description": "Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.",
  "overview": "Use agentic-community/mcp-gateway-registry when the user needs a mcp server project with docker, kubernetes, serverless deployment options.",
  "alternatives": [
    {
      "repo": "headroomlabs-ai/headroom",
      "reason": "Same mcp server intent with coding_agent, mcp, llm_gateway overlap."
    },
    {
      "repo": "BerriAI/litellm",
      "reason": "Same mcp server intent with mcp, llm_gateway overlap."
    },
    {
      "repo": "can1357/oh-my-pi",
      "reason": "Same mcp server intent with coding_agent, mcp overlap."
    }
  ],
  "related": [
    {
      "repo": "googleapis/mcp-toolbox",
      "reason": "Related to agentic-community/mcp-gateway-registry through mcp server category and docker deployment."
    },
    {
      "repo": "ruvnet/ruflo",
      "reason": "Related to agentic-community/mcp-gateway-registry through mcp server category and docker deployment."
    },
    {
      "repo": "ModelEngine-Group/nexent",
      "reason": "Related to agentic-community/mcp-gateway-registry through mcp server category and docker deployment."
    },
    {
      "repo": "pipeshub-ai/pipeshub-ai",
      "reason": "Related to agentic-community/mcp-gateway-registry through mcp server category and docker deployment."
    },
    {
      "repo": "iflytek/astron-agent",
      "reason": "Related to agentic-community/mcp-gateway-registry through mcp server category and docker deployment."
    },
    {
      "repo": "Portkey-AI/gateway",
      "reason": "Related to agentic-community/mcp-gateway-registry through mcp server category and docker deployment."
    },
    {
      "repo": "trpc-group/trpc-agent-go",
      "reason": "Related to agentic-community/mcp-gateway-registry through mcp server category and docker deployment."
    },
    {
      "repo": "seaworld008/Commonly-used-high-value-skills",
      "reason": "Related to agentic-community/mcp-gateway-registry through mcp server category and docker deployment."
    }
  ],
  "dependencies": [
    "MCP",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "kubernetes",
    "serverless",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "connect agents to tools",
    "expose APIs through MCP",
    "bootstrap MCP integrations"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "high",
      "evidence": [
        "Matched \"mcp server\" in metadata.",
        "Matched \"mcp\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Matched \"kubernetes\" in repository content.",
        "Matched \"helm chart\" in repository content.",
        "Matched \"serverless\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "Repository has under 10k stars, so complexity is treated conservatively."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 934,
    "recent_commits": 100,
    "contributors": 62,
    "issue_response_time_hours": null,
    "release_frequency_180d": 22
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 34,
    "commits_30d": "partial",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 43,
  "agent_score": 84,
  "score": 92,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 72,
    "deployment": 100,
    "popularity": 59,
    "community": 100
  },
  "git_top_score": 92,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 81,
    "documentation": 92,
    "stability": 90,
    "adoption": 89,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-20T22:32:12.560Z",
    "signals": {
      "activity": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.pushed_at",
          "metrics.recent_push_days"
        ]
      },
      "license": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.license"
        ]
      },
      "documentation": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.description"
        ]
      },
      "runtime": {
        "status": "inferred",
        "source": "git_top_heuristic",
        "evidence": [
          "agent_card.deployment",
          "agent_card.cloudflare_ready"
        ]
      },
      "install": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "installation/build probe is not enabled"
        ]
      },
      "security": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "dependency/security scan is not enabled"
        ]
      },
      "mcp": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "MCP liveness and tool-call probe is not enabled"
        ]
      }
    },
    "coverage": {
      "observed": 3,
      "inferred": 1,
      "not_run": 3,
      "unknown": 0
    },
    "next_steps": [
      "Run an installation/build probe before production adoption.",
      "Run a dependency and security scan before treating the score as a trust claim.",
      "Run MCP initialize, tools/list, first-call, and error probes before relying on this server."
    ]
  },
  "summary": {
    "tl_dr": "Use agentic-community/mcp-gateway-registry when the user needs a mcp server project with docker, kubernetes, serverless deployment options.",
    "purpose": "Use agentic-community/mcp-gateway-registry when the user needs a mcp server project with docker, kubernetes, serverless deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "tool definitions",
      "resource config",
      "transport settings"
    ],
    "outputs": [
      "MCP tools",
      "JSON-RPC responses",
      "server capabilities"
    ],
    "good_for": [
      "connect agents to tools",
      "expose APIs through MCP",
      "bootstrap MCP integrations",
      "agent tool exposure",
      "MCP integrations",
      "tool servers"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "front-end apps",
      "non-tooling backends"
    ],
    "deployment": [
      "docker",
      "kubernetes",
      "serverless",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "headroomlabs-ai/headroom",
        "reason": "Same mcp server intent with coding_agent, mcp, llm_gateway overlap."
      },
      {
        "repo": "BerriAI/litellm",
        "reason": "Same mcp server intent with mcp, llm_gateway overlap."
      },
      {
        "repo": "can1357/oh-my-pi",
        "reason": "Same mcp server intent with coding_agent, mcp overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"mcp server\" in metadata.",
          "Matched \"mcp\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Matched \"kubernetes\" in repository content.",
          "Matched \"helm chart\" in repository content.",
          "Matched \"serverless\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 34,
      "commits_30d": "partial",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-20T22:32:12.560Z",
      "signals": {
        "activity": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.pushed_at",
            "metrics.recent_push_days"
          ]
        },
        "license": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.license"
          ]
        },
        "documentation": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.description"
          ]
        },
        "runtime": {
          "status": "inferred",
          "source": "git_top_heuristic",
          "evidence": [
            "agent_card.deployment",
            "agent_card.cloudflare_ready"
          ]
        },
        "install": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "installation/build probe is not enabled"
          ]
        },
        "security": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "dependency/security scan is not enabled"
          ]
        },
        "mcp": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "MCP liveness and tool-call probe is not enabled"
          ]
        }
      },
      "coverage": {
        "observed": 3,
        "inferred": 1,
        "not_run": 3,
        "unknown": 0
      },
      "next_steps": [
        "Run an installation/build probe before production adoption.",
        "Run a dependency and security scan before treating the score as a trust claim.",
        "Run MCP initialize, tools/list, first-call, and error probes before relying on this server."
      ]
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics",
      "verification.signals"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: commits30d.",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
    "last_verified_at": "2026-09-20T22:32:12.560Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: commits30d.",
    "Independent installation, security, or runtime probes have not been run for this project."
  ],
  "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics",
    "verification.signals"
  ],
  "last_verified_at": "2026-09-20T22:32:12.560Z",
  "knowledge": {
    "project": {
      "id": "agentic-community/mcp-gateway-registry",
      "owner": "agentic-community",
      "name": "mcp-gateway-registry",
      "full_name": "agentic-community/mcp-gateway-registry",
      "github_url": "https://github.com/agentic-community/mcp-gateway-registry",
      "homepage_url": "https://agentic-community.github.io/mcp-gateway-registry/",
      "description": "Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.",
      "language": "Python",
      "topics": [
        "a2a",
        "agentic-ai",
        "agents",
        "ans",
        "documentdb",
        "ecs",
        "ecs-fargate",
        "entra-id",
        "fgac",
        "mcp",
        "mcp-gateway",
        "mcp-registry",
        "mcp-servers",
        "mongodb",
        "oauth2",
        "okta",
        "registry",
        "skills",
        "terraform"
      ],
      "license": "Apache-2.0",
      "stars": 934,
      "forks": 239,
      "open_issues": 117,
      "default_branch": "main",
      "created_at": "2025-05-29T18:23:37Z",
      "updated_at": "2026-09-20T22:26:58Z",
      "pushed_at": "2026-09-20T22:31:24Z",
      "synced_at": "2026-09-20T22:32:12.560Z"
    },
    "agent_card": {
      "project_id": "agentic-community/mcp-gateway-registry",
      "project_kind": "project",
      "category": "mcp_server",
      "difficulty": "beginner",
      "deployment": [
        "docker",
        "kubernetes",
        "serverless",
        "local",
        "cloud"
      ],
      "cloudflare_ready": false,
      "use_cases": [
        "connect agents to tools",
        "expose APIs through MCP",
        "bootstrap MCP integrations"
      ],
      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation"
      ],
      "alternatives": [
        {
          "project_id": "headroomlabs-ai/headroom",
          "reason": "Same mcp server intent with coding_agent, mcp, llm_gateway overlap."
        },
        {
          "project_id": "BerriAI/litellm",
          "reason": "Same mcp server intent with mcp, llm_gateway overlap."
        },
        {
          "project_id": "can1357/oh-my-pi",
          "reason": "Same mcp server intent with coding_agent, mcp overlap."
        }
      ],
      "summary_for_agent": "Use agentic-community/mcp-gateway-registry when the user needs a mcp server project with docker, kubernetes, serverless deployment options.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"mcp server\" in metadata.",
            "Matched \"mcp\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Matched \"kubernetes\" in repository content.",
            "Matched \"helm chart\" in repository content.",
            "Matched \"serverless\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-09-20T22:32:12.560Z"
    },
    "metrics": {
      "project_id": "agentic-community/mcp-gateway-registry",
      "stars_30d_delta": 70,
      "commits_30d": 100,
      "releases_180d": 22,
      "contributors_90d": 62,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 43,
      "maintenance_score": 72,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 34,
        "commits_30d": "partial",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-09-20T22:32:12.560Z"
    }
  },
  "resolved_from": {
    "requested_id": "agentic-community/mcp-gateway-registry",
    "resolved_id": "agentic-community/mcp-gateway-registry",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1213,
    "generated_at": "2026-09-25T03:32:20.039Z",
    "snapshot_id": "d1:1213:2026-09-25T03:31:15.451Z",
    "latest_synced_at": "2026-09-25T03:31:15.451Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}